Just like Selena Gomez, 16, recently begged LaBeouf to be a guest boyfriend on her show, Miranda Cosgrove, 17, has declared her adoration for the 24-year-old Transformers actor.

"If I could pick anyone, it would be Shia LaBeouf," the iCarly starlet told PEOPLE at the People's Choice Awards in L.A. of who her dream new year's kiss would be. "I've met him and he's really cute."

But Cosgrove, who claims she went kiss-less on the holiday, says realistically, she doesn't have a way to chase her dream down. "I got my permit, but I'm still not officially driving and I don't have a car," the Range Rover-loving actress says. "So I still have a lot of work to do."